spinyReg: Sparse Generative Model and Its EM Algorithm
Version 0.1-0

Implements a generative model that uses a spike-and-slab like prior distribution obtained by multiplying a deterministic binary vector. Such a model allows an EM algorithm, optimizing a type-II log-likelihood.

AuthorCharles Bouveyron, Julien Chiquet, Pierre Latouche, Pierre-Alexandre Mattei
Date of publication2015-09-07 10:50:53
MaintainerJulien Chiquet <julien.chiquet@gmail.com>
LicenseGPL (>= 2)
Version0.1-0
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spinyReg", repos="http://R-Forge.R-project.org")

Popular man pages

spinyReg: spinyReg
spinyreg-class: Class "spinyreg"
See all...

All man pages Function index File listing

Man pages

spinyReg: spinyReg
spinyreg-class: Class "spinyreg"

Functions

E.step Source code
M.step Source code
coefficients,spinyreg-method Man page
fitted,spinyreg-method Man page
predict,spinyreg-method Man page
print,spinyreg-method Man page
residuals,spinyreg-method Man page
show,spinyreg-method Man page
spinyReg Man page
spinyreg Man page Source code
spinyreg-class Man page

Files

DESCRIPTION
NAMESPACE
R
R/spinyReg-class.R
R/spinyReg.R
inst
inst/tests
inst/tests/prostate.rda
inst/tests/test_simple_run.R
man
man/spinyReg.Rd
man/spinyreg-class.Rd
spinyReg documentation built on May 21, 2017, 3:37 a.m.

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